About

About me

An IBM Certified Data Science Professional, AI/ML/NLP Expert, Educator & Researcher.

PhD Applied Mathematics Data Science Researcher

I have 9+ years of core academic & research experience in building mathematical models based on machine learning techniques and conducting predictive analysis.

Proficient in predictive modelling of hybrid systems, knowledge-based system, wavelets, fractals, data mining, soft computing, machine learning, deep learning and text mining. Capable of constructing and analyzing mathematical models for complex real life problems to produce optimized solutions.

I have published 30 Research Articles / Book Chapters in esteemed journals of international repute.

Research Area:

  • Non-Linear Dynamical Systems that consist of complex Multi-faceted Hybrid Systems, Knowledge-based systems
  • Data Analysis using Wavelets and Fractals, Data mining and Text Mining, Machine learning.

Technical Skills :

  • Data Visualization
  • Artificial Intelligence: Machine Learning (SVM, CART, Decision trees, Logistic/PLS Regression, Factor Analysis/PCA, Random Forest, KNN, SVD) & Deep Learning (ANN, CNN, RNN, LSTM)
  • Soft Computing through Fuzzy Logic
  • Prediction of Multi-faceted Models
  • Predictive Regression
  • Forecasting through Performance Analysis such as RMSE, MSE, MAE, R2, MAPE, MASE
  • Computational Linguistics through NLP, Semantic Analysis, Topic Modelling

My Skills

“I believe that learning should never stop.”

I am focused in providing quality education, helps students excel in their career. Along with this, I dedicated my time for research and innovation to develop better solutions for real life problems using mathematical modelling and artificial intelligence. 

Artificial Intelligence / Gen AI
Natural Langauge Processing (NLP)
Python Programming
Data Analytics
Soft Computing

Experience

2024-present

Sharda University

ASSISTANT PROFESSOR & PROGRAM COORDINATOR

  • Managing faculty load management, subject allocation, timetable, faculty productivity, etc.
  • Teaching various Mathematics, Computer Applications, and Data Science subjects to BCA & MCA students.
  • Crafting TLEP, Lesson Plan, Self Learning Material (SLM), Question Bank & other related documents.
  • Organizing masterclasses, workshops and seminars of industry experts. Recording video lectures for online course content.

2022-2024

Asian Academy of Film & Television

HEAD OF DEPARTMENT & ASSISTANT PROFESSOR

  • Managing overall departmental activities - faculty load management, subject allocation, time table, faculty productivity, course coverage report, etc.
  • Teaching various data Science & mathematics subjects to B.Sc. & M.Sc. level students.
  • Supervising student’s projects on machine learning, deep learning & NLP using frameworks such as Pytorch, Tensorflow, Keras, etc.
  • Develop Curriculum, Course Pack, Lesson Plan & other related documents. Organizing masterclass, workshops and seminars of industry experts.

2022-2022

Chandigarh University

Assistant Professor

  • Teaching various mathematics subjects to B.Sc. & M.Sc. level students.
  • Supervising student’s master projects for the fulfillment of the degree.
  • Develop Curriculum, Course Pack, Lesson Plan & other related documents.

2016-2022

Guru Gobind Singh Indraprastha University

RESEARCH SCHOLAR

  • Determining the problem-solving aspects of real-world phenomenon. Assessment of required resources such as datasets, processes etc for data visualization.
  • Creating prototypes with Machine Learning (LSSVR, MARS, M5', Decision trees, Gaussian processes etc.) as well as text mining (NLP, recommender systems, topic modelling etc.) to handle complexities.
  • Hybridization of mathematical techniques such as Wavelets, fractals etc. along with Fuzzy inferences, Machine learning and Deep neural networks so as to develop a more accurate model.
  • Modification of algorithms as and when required for better performance measures that are RMSE, MSE, MAE, MAPE, MASE and goodness of fit.

Education

2016-2022

Guru Gobind Singh Indraprastha University

phd in applied mathematics

Thesis Title: Dynamical Inferences of Multifaceted Systems

2014-2016

South Asian University

MSc in Applied Mathematics

Master's Project: Stochastic Dynamics of HIV

2011-2014

Jesus & Mary College
Delhi University

BSC (Hons) Mathematics

UGC Project: Solid Waste Management in Delhi

Certifications

  • Introduction to Big Data. Coursera, University of California San Diego
  • Data Analysis with Python. Coursera, IBM
  • Data Visualization with Python. Coursera, IBM
  • Blockchain Basics. Coursera, University of Buffalo
  • What is Data Science? Coursera, IBM.
  • Data Science Methodology. Coursera, IBM.
  • Python for Data Science, Al & Development. Coursera, IBM.
  • Tools for Data Science. Coursera, IBM.
  • Text Retrieval and Search Engines. Coursera, University of Illinois
  • Applied Text Mining in Python. Coursera, University of Michigan.
  • Excel skills for Business: Essentials. Coursera, Macquarie University.
  • LLMs Mastery: Complete Guide to Transformers & Generative AILLMs Mastery: Complete Guide to Transformers & Generative AI from Udemy
  • Deep Learning with PyTorch : Neural Style Transfer from Coursera Guided Project Network
  • Tweet Emotion Recognition with TensorFlow from Coursera Guided Project Network
  • Basic Image Classification with TensorFlow from Coursera Guided Project Network

Research